{"id":"https://openalex.org/W4406405484","doi":"https://doi.org/10.3390/e27010069","title":"Reporting Standards for Bayesian Network Modelling","display_name":"Reporting Standards for Bayesian Network Modelling","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4406405484","doi":"https://doi.org/10.3390/e27010069","pmid":"https://pubmed.ncbi.nlm.nih.gov/39851689"},"language":"en","primary_location":{"id":"doi:10.3390/e27010069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27010069","pdf_url":"https://www.mdpi.com/1099-4300/27/1/69/pdf?version=1736929782","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/1/69/pdf?version=1736929782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064707493","display_name":"Martine J. Barons","orcid":"https://orcid.org/0000-0003-1483-2943"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Martine J. Barons","raw_affiliation_strings":["Department of Statistics, University of Warwick, Coventry CV4 7AL, UK"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Warwick, Coventry CV4 7AL, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070182534","display_name":"Anca M. Hanea","orcid":"https://orcid.org/0000-0003-3870-5949"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anca M. Hanea","raw_affiliation_strings":["Centre of Excellence for Biosecurity Risk Analysis, University of Melbourne, Parkville, VIC 3052, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Excellence for Biosecurity Risk Analysis, University of Melbourne, Parkville, VIC 3052, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021466989","display_name":"Steven Mascaro","orcid":"https://orcid.org/0000-0002-8527-3643"},"institutions":[{"id":"https://openalex.org/I4210130534","display_name":"Market Intelligence Strategy Centre (Australia)","ror":"https://ror.org/03gsmwj46","country_code":"AU","type":"company","lineage":["https://openalex.org/I4210130534"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Steven Mascaro","raw_affiliation_strings":["Bayesian Intelligence, Upwey, VIC 3158, Australia","Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Bayesian Intelligence, Upwey, VIC 3158, Australia","institution_ids":["https://openalex.org/I4210130534"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004460772","display_name":"Owen Woodberry","orcid":"https://orcid.org/0009-0009-0831-2707"},"institutions":[{"id":"https://openalex.org/I4210130534","display_name":"Market Intelligence Strategy Centre (Australia)","ror":"https://ror.org/03gsmwj46","country_code":"AU","type":"company","lineage":["https://openalex.org/I4210130534"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Owen Woodberry","raw_affiliation_strings":["Bayesian Intelligence, Upwey, VIC 3158, Australia","Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Bayesian Intelligence, Upwey, VIC 3158, Australia","institution_ids":["https://openalex.org/I4210130534"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Clayton, VIC 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064707493"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":10.7535,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97527067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"27","issue":"1","first_page":"69","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.951200008392334,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8015397191047668},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6958119869232178},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.5810247659683228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5271603465080261},{"id":"https://openalex.org/keywords/checklist","display_name":"Checklist","score":0.44159847497940063},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.440494179725647},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.42926090955734253},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4159850478172302},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4133046269416809},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22764185070991516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1474001407623291},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12933504581451416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11813071370124817},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09438371658325195},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08650052547454834}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8015397191047668},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6958119869232178},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5810247659683228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5271603465080261},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.44159847497940063},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.440494179725647},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.42926090955734253},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4159850478172302},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4133046269416809},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22764185070991516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1474001407623291},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12933504581451416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11813071370124817},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09438371658325195},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08650052547454834},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e27010069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27010069","pdf_url":"https://www.mdpi.com/1099-4300/27/1/69/pdf?version=1736929782","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:39851689","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39851689","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:monash.edu:openaire/15377ab9-5346-4d02-8e04-17e5491bc6f6","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/15377ab9-5346-4d02-8e04-17e5491bc6f6","pdf_url":"https://researchmgt.monash.edu/ws/files/700541678/657702025-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Barons, M J, Hanea, A M, Mascaro, S & Woodberry, O 2025, 'Reporting Standards for Bayesian Network Modelling', Entropy, vol. 27, no. 1, 69. https://doi.org/10.3390/e27010069","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11765109","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11765109","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11765109/pdf/entropy-27-00069.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:306a10675ef44eeb8aa1e0d43edfd0ae","is_oa":true,"landing_page_url":"https://doaj.org/article/306a10675ef44eeb8aa1e0d43edfd0ae","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 1, p 69 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/e27010069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27010069","pdf_url":"https://www.mdpi.com/1099-4300/27/1/69/pdf?version=1736929782","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406405484.pdf","grobid_xml":"https://content.openalex.org/works/W4406405484.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1735909108","https://openalex.org/W1968270978","https://openalex.org/W1981876119","https://openalex.org/W2001391324","https://openalex.org/W2051246024","https://openalex.org/W2067627945","https://openalex.org/W2071612615","https://openalex.org/W2089831283","https://openalex.org/W2108696783","https://openalex.org/W2161701317","https://openalex.org/W2165612631","https://openalex.org/W2169782562","https://openalex.org/W2211143780","https://openalex.org/W2326990580","https://openalex.org/W2501634593","https://openalex.org/W2557671501","https://openalex.org/W2571455846","https://openalex.org/W2592232838","https://openalex.org/W2743108346","https://openalex.org/W2758443779","https://openalex.org/W2809810910","https://openalex.org/W2901404819","https://openalex.org/W2902558382","https://openalex.org/W2944074492","https://openalex.org/W2990999233","https://openalex.org/W3002107354","https://openalex.org/W3005501137","https://openalex.org/W3009600416","https://openalex.org/W3020913839","https://openalex.org/W3035422487","https://openalex.org/W3035709542","https://openalex.org/W3087374167","https://openalex.org/W3132794239","https://openalex.org/W3142490982","https://openalex.org/W3156618009","https://openalex.org/W3159030991","https://openalex.org/W3161287823","https://openalex.org/W3161588210","https://openalex.org/W3163630616","https://openalex.org/W3166083028","https://openalex.org/W3168601001","https://openalex.org/W3189084231","https://openalex.org/W3212790478","https://openalex.org/W4213156752","https://openalex.org/W4225576441","https://openalex.org/W4229371277","https://openalex.org/W4289890993","https://openalex.org/W4311204752","https://openalex.org/W4312576485","https://openalex.org/W4388459488","https://openalex.org/W4393302611","https://openalex.org/W6758547127","https://openalex.org/W6863170665"],"related_works":["https://openalex.org/W4234875088","https://openalex.org/W2013796470","https://openalex.org/W2420514274","https://openalex.org/W2001467811","https://openalex.org/W4362687946","https://openalex.org/W1971633942","https://openalex.org/W2969972828","https://openalex.org/W2987114614","https://openalex.org/W2902805979","https://openalex.org/W3199802296"],"abstract_inverted_index":{"Reproducibility":[0],"is":[1,22,80,109],"a":[2,9,118,144],"key":[3],"measure":[4],"of":[5,8,28,32,75,121,125,157,175,179,187],"the":[6,26,55,126,154,170,184],"veracity":[7],"modelling":[10,52,78,108,150,190],"result":[11],"or":[12],"finding.":[13],"In":[14,123],"other":[15,132],"research":[16,36],"areas,":[17],"notably":[18],"in":[19,54,68,111],"medicine,":[20],"reproducibility":[21,160],"supported":[23],"by":[24,85],"mandating":[25],"inclusion":[27],"an":[29],"agreed":[30],"set":[31],"details":[33],"into":[34],"every":[35],"publication,":[37],"facilitating":[38],"systematic":[39],"reviews,":[40],"transparency":[41,158],"and":[42,45,57,61,88,103,114,131,137,142,159,168,173,195],"reproducibility.":[43],"Governments":[44],"international":[46],"organisations":[47,133],"are":[48,91,96],"increasingly":[49],"turning":[50],"to":[51,98,134,161,164],"approaches":[53],"development":[56,113],"decision-making":[58],"for":[59,129,147,191],"policy":[60,112],"have":[62,140],"begun":[63],"asking":[64],"questions":[65],"about":[66],"accountability":[67,136],"model-based":[69],"decision":[70,115,166,193],"making.":[71],"The":[72,177],"ethical":[73,185],"issues":[74],"relying":[76],"on":[77],"that":[79],"biased,":[81],"poorly":[82],"constructed,":[83],"constrained":[84],"heroic":[86],"assumptions":[87],"not":[89],"reproducible":[90],"multiplied":[92],"when":[93],"such":[94],"models":[95,163],"used":[97,110],"underpin":[99],"decisions":[100],"impacting":[101],"human":[102],"planetary":[104],"well-being.":[105],"Bayesian":[106,148,188],"Network":[107,149],"support":[116,165,183],"across":[117],"wide":[119],"range":[120],"domains.":[122],"light":[124],"recent":[127],"trend":[128],"governments":[130],"demand":[135],"transparency,":[138],"we":[139],"compiled":[141],"tested":[143],"reporting":[145],"checklist":[146,181],"which":[151],"will":[152],"bring":[153],"desirable":[155],"level":[156],"enable":[162],"making":[167,194],"allow":[169],"robust":[171],"comparison":[172],"combination":[174],"models.":[176],"use":[178,186],"this":[180],"would":[182],"network":[189],"impactful":[192],"research.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
